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import gradio as gr
import pandas as pd
demo = gr.Blocks()
data1 = pd.DataFrame({
"tool": ["tool1", "tool2", "tool3"],
"error": [0.1, 0.2, 0.3]
})
data2 = pd.DataFrame({
"tool": ["tool1", "tool2", "tool3", "tool4"],
"error": [0.1, 0.2, 0.3, 0.4]
})
data3 = pd.DataFrame({
"tool": ["tool1", "tool2", "tool3", "tool4", "tool5"],
"error": [0.1, 0.2, 0.3, 0.4, 0.5]
})
def update_plot1():
data = pd.DataFrame({
"tool": ["tool1", "tool2", "tool3", "tool4"],
"error": [0.1, 0.2, 0.3, 0.4]
})
return gr.BarPlot(
data,
x="tool",
y="error"
)
def update_plot2():
data = pd.DataFrame({
"tool": ["tool1", "tool2", "tool3", "tool4", "tool5"],
"error": [0.1, 0.2, 0.3, 0.4, 0.5]
})
return gr.BarPlot(
data,
x="tool",
y="error"
)
def update_plot3():
data = pd.DataFrame({
"tool": ["tool1", "tool2", "tool3", "tool4", "tool5", "tool6"],
"error": [0.1, 0.2, 0.3, 0.4, 0.5, 0.6]
})
return gr.BarPlot(
data,
x="tool",
y="error"
)
def update_plots():
return update_plot1(), update_plot2(), update_plot3()
with demo:
with gr.Row():
plot1 = gr.BarPlot(
data1,
x="tool",
y="error"
)
with gr.Row():
plot2 = gr.BarPlot(
data2,
x="tool",
y="error"
)
with gr.Row():
plot3 = gr.BarPlot(
data3,
x="tool",
y="error"
)
with gr.Row():
update_button = gr.Button("Update")
update_button.click(
update_plots,
inputs=[],
outputs=[plot1, plot2, plot3]
)
demo.launch(
debug=True
)
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